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Application of Volatility-Managed Portfolios in the Context of a Volatility Index

Author

Listed:
  • Abhishek Subramanian
  • Parthajit Kayal

    ((Corresponding Author)Assistant Professor, Madras School of Economics)

Abstract

This paper studies the volatility-managed portfolios of Moreira and Muir (2017) and analyses whether the volatility-management trading strategy provides a large utility gain for mean-variance investors for the CBOE Volatility Index (VIX) across multiple equity factors. Upon direct comparison, we document that the volatility-managed scaled factor earns higher returns compared to its original unscaled counterpart. The results from our in-sample spanning regression supports the above findings indicating that volatility-managed factors outperform the original factor by extending the mean-variance frontier even after controlling for additional factors. This result is significant in particular with the volatility-managed momentum factor. The ex-post optimization parameters also suggest a positive Sharpe ratio and CER percent (Certainty Equivalent Return) across equity factors.

Suggested Citation

  • Abhishek Subramanian & Parthajit Kayal, 2023. "Application of Volatility-Managed Portfolios in the Context of a Volatility Index," Working Papers 2023-242, Madras School of Economics,Chennai,India.
  • Handle: RePEc:mad:wpaper:2023-242
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    References listed on IDEAS

    as
    1. Barroso, Pedro & Detzel, Andrew, 2021. "Do limits to arbitrage explain the benefits of volatility-managed portfolios?," Journal of Financial Economics, Elsevier, vol. 140(3), pages 744-767.
    2. Jangkoo Kang & Kyung Yoon Kwon, 2021. "Volatility‐managed commodity futures portfolios," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(2), pages 159-178, February.
    3. Frazzini, Andrea & Pedersen, Lasse Heje, 2014. "Betting against beta," Journal of Financial Economics, Elsevier, vol. 111(1), pages 1-25.
    4. Qadan, Mahmoud & Kliger, Doron & Chen, Nir, 2019. "Idiosyncratic volatility, the VIX and stock returns," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 431-441.
    5. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    6. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    7. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    8. Barroso, Pedro & Santa-Clara, Pedro, 2015. "Momentum has its moments," Journal of Financial Economics, Elsevier, vol. 116(1), pages 111-120.
    9. Cederburg, Scott & O’Doherty, Michael S. & Wang, Feifei & Yan, Xuemin (Sterling), 2020. "On the performance of volatility-managed portfolios," Journal of Financial Economics, Elsevier, vol. 138(1), pages 95-117.
    10. Ang, Andrew, 2014. "Asset Management: A Systematic Approach to Factor Investing," OUP Catalogue, Oxford University Press, number 9780199959327.
    11. Janani Sri S. & Parthajit Kayal & G. Balasubramanian, 2022. "Can Equity be Safe-haven for Investment?," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 21(1), pages 32-63, March.
    12. Wang, Feifei & Yan, Xuemin Sterling, 2021. "Downside risk and the performance of volatility-managed portfolios," Journal of Banking & Finance, Elsevier, vol. 131(C).
    13. Alan Moreira & Tyler Muir, 2017. "Volatility-Managed Portfolios," Journal of Finance, American Finance Association, vol. 72(4), pages 1611-1644, August.
    14. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
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    More about this item

    Keywords

    Volatility-managed portfolios; Volatility-management; Momentum;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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